医学 AI

A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI

Tianyuan Yao, Nancy Newlin, Praitayini Kanakaraj, Vishwesh nath, Leon Y Cai, Karthik Ramadass, Kurt Schilling, Bennett A. Landman, Yuankai Huo

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG

Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation

Siteng Ma, Haochang Wu, Aonghus Lawlor, Ruihai Dong

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA

Yingnan Song, Hao Wu, Juhwan Lee, Justin Kim, Ammar Hoori, Tao Hu, Vladislav Zimin, Mohamed Makhlouf, Sadeer Al-Kindi, Sanjay Rajagopalan, Chun-Ho Yun, Chung-Lieh Hung, David L. Wilson

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 24 pages,10 figures

Predicting Hypoxia in Brain Tumors from Multiparametric MRI

Daniele Perlo, Georgia Kanli, Selma Boudissa, Olivier Keunen

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 7 pages, 2 figures

Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks

Lingxiao Luo, Xuanzhong Chen, Bingda Tang, Xinsheng Chen, Rong Han, Chengpeng Hu, Yujiang Li, Ting Chen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Deep Learning-based Intraoperative MRI Reconstruction

Jon André Ottesen, Tryggve Storas, Svein Are Sirirud Vatnehol, Grethe Løvland, Einar O. Vik-Mo, Till Schellhorn, Karoline Skogen, Christopher Larsson, Atle Bjørnerud, Inge Rasmus Groote-Eindbaas, Matthan W. A. Caan

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Medical Image Debiasing by Learning Adaptive Agreement from a Biased Council

Luyang Luo, Xin Huang, Minghao Wang, Zhuoyue Wan, Hao Chen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 10 pages, 5 figures, 3 tables. Code and benchmark will be released via https://github.com/LLYXC/Ada-ABC/tree/main

Equivariant Multiscale Learned Invertible Reconstruction for Cone Beam CT

Nikita Moriakov, Jan-Jakob Sonke, Jonas Teuwen

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology Images

Zhizhong Chai, Luyang Luo, Huangjing Lin, Pheng-Ann Heng, Hao Chen

专题命中 医学影像 ：radiology(title)；CT(abstract)；分类 cs.CV

Comments TMI 2024. Zhizhong Chai and Luyang Luo contributed equally. Code is available via: https://github.com/zhizhongchai/ORF-Net/tree/main

FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis

Raman Dutt, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy Hospedales

专题命中 医学影像 ：medical image(title)；diagnosis(abstract)；分类 cs.CV

Comments Accepted in ICLR 2024

Implicit Representation of GRAPPA Kernels for Fast MRI Reconstruction

Daniel Abraham, Mark Nishimura, Xiaozhi Cao, Congyu Liao, Kawin Setsompop

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.SP

Unsupervised Federated Domain Adaptation for Segmentation of MRI Images

Navapat Nananukul, Hamid Soltanian-zadeh, Mohammad Rostami

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Graph Relation Distillation for Efficient Biomedical Instance Segmentation

Xiaoyu Liu, Yueyi Zhang, Zhiwei Xiong, Wei Huang, Bo Hu, Xiaoyan Sun, Feng Wu

专题命中 医学影像 ：biomedical(title,abstract)；分类 cs.CV

Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation

Hanhui Wang, Huaize Ye, Yi Xia, Xueyan Zhang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Sam-Guided Enhanced Fine-Grained Encoding with Mixed Semantic Learning for Medical Image Captioning

Zhenyu Zhang, Benlu Wang, Weijie Liang, Yizhi Li, Xuechen Guo, Guanhong Wang, Shiyan Li, Gaoang Wang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation

Junde Wu, Wei Ji, Yuanpei Liu, Huazhu Fu, Min Xu, Yanwu Xu, Yueming Jin

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Code released at: https://github.com/KidsWithTokens/Medical-SAM-Adapter

Improving Radiology Summarization with Radiograph and Anatomy Prompts

Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.CV

Comments 11 pages, ACL2023 Findings

Scout-Net: Prospective Personalized Estimation of CT Organ Doses from Scout Views

Abdullah-Al-Zubaer Imran, Sen Wang, Debashish Pal, Sandeep Dutta, Bhavik Patel, Evan Zucker, Adam Wang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 33 pages, 11 figures, 4 tables

Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales

Jun Zhang, Yao-Kun Lei, Yaqiang Zhou, Yi Isaac Yang, Yi Qin Gao

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG

Comments v3; update figures

Learning Fourier-Constrained Diffusion Bridges for MRI Reconstruction

Muhammad U. Mirza, Onat Dalmaz, Hasan A. Bedel, Gokberk Elmas, Yilmaz Korkmaz, Alper Gungor, Salman UH Dar, Tolga Çukur

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and Recycling

Karol Gotkowski, Shuvam Gupta, Jose R. A. Godinho, Camila G. S. Tochtrop, Klaus H. Maier-Hein, Fabian Isensee

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things

Alhassan Mabrouk, Abdelghani Dahou, Mohamed Abd Elaziz, Rebeca P. Díaz Redondo, Mohammed Kayed

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 22 pages, 12 figures, journal

Journal ref Computational Intelligence and Neuroscience, 2022, vol. 2022

AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation

Mu Tian, Qinzhu Yang, Yi Gao

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 11 pages, 3 figures, a modified version was submitted to Computerized Medical Imaging and Graphics and is under review

A dynamic interactive learning framework for automated 3D medical image segmentation

Mu Tian, Xiaohui Chen, Yi Gao

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 24 pages, 8 figures, under review

Lung Cancer Detection from CT Scan Images based on Genetic-Independent Recurrent Deep Learning

Ehsan Sadeghi Pour, Mahdi Esmaeili

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments 8 page, 11 figures

Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation

Qianying Liu, Xiao Gu, Paul Henderson, Fani Deligianni

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Journal ref BMVC 2023

Coronary Atherosclerotic Plaque Characterization with Photon-counting CT: a Simulation-based Feasibility Study

Mengzhou Li, Mingye Wu, Jed Pack, Pengwei Wu, Bruno De Man, Adam Wang, Koen Nieman, Ge Wang

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments 13 figures, 5 tables

Understanding Calibration of Deep Neural Networks for Medical Image Classification

Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan, Deepti R. Bathula

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments Accepted in Computer Methods and Programs in Biomedicine Journal

AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor

Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2306.05476

Material decomposition for dual-energy propagation-based phase-contrast CT

Suyu Liao, Huitao Zhang, Peng Zhang, Yining Zhu

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV